Mesoscopic modeling of transport and reaction in microporous crystalline membranes

Abstract A mesoscopic framework, derived from first principles via a rigorous coarse-graining of an underlying master equation, has proven to be a powerful tool in bridging the disparate scales between atomistic simulations and practical applications involving diffusion of interacting species through microporous films. This mesoscopic framework is validated here via gradient continuous time Monte Carlo (G-CTMC) simulations for realistic boundary conditions in the limit of thin, single crystal membranes. It is shown that intermolecular forces have a non-Arrhenius effect on the permeation flux, and a stationary concentration pattern develops for strong repulsive interactions. It is found that diffusion through complex multiple site lattices, such as those encountered in diffusion of benzene in Na–Y zeolite films, exhibits strongly nonlinear behavior even in the absence of interactions between molecular species. Finally, the mesoscopic framework is applied to diffusion/reaction systems, where excellent agreement between G-CTMC and mesoscopic solutions is demonstrated for the first time.

[1]  Alain Vignes,et al.  Diffusion in Binary Solutions. Variation of Diffusion Coefficient with Composition , 1966 .

[2]  F. Kapteijn,et al.  Permeation and separation of light hydrocarbons through a silicalite-1 membrane: Application of the generalized Maxwell-Stefan equations , 1995 .

[3]  Alexis T. Bell,et al.  Dynamic Monte-Carlo and mean-field study of the effect of strong adsorption sites on self-diffusion in zeolites , 1999 .

[4]  R. Krishna,et al.  The Maxwell-Stefan approach to mass transfer , 1997 .

[5]  George Xomeritakis,et al.  Growth of a faujasite-type zeolite membrane and its application in the separation of saturated/unsaturated hydrocarbon mixtures , 2001 .

[6]  David S. Sholl,et al.  A Comparison of Atomistic Simulations and Experimental Measurements of Light Gas Permeation through Zeolite Membranes , 2002 .

[7]  A. Bell,et al.  Molecular dynamics and diffusion in microporous materials , 1996 .

[8]  Markos A. Katsoulakis,et al.  Spectral methods for mesoscopic models of pattern formation , 2001 .

[9]  R. T. Yang,et al.  Predicting binary Fickian diffusivities from pure-component Fickian diffusivities for surface diffusion , 1992 .

[10]  Martin J. Sanborn,et al.  Predicting membrane flux of CH4 and CF4 mixtures in Faujasite from molecular simulations , 2001 .

[11]  Grant S. Heffelfinger,et al.  Diffusion in Lennard-Jones Fluids Using Dual Control Volume Grand Canonical Molecular Dynamics Simulation (DCV-GCMD) , 1994 .

[12]  R. Krishna,et al.  Monte Carlo simulations of diffusion in zeolites and comparison with the generalized Maxwell-Stefan theory , 1992 .

[13]  D. C. Douglass,et al.  Diffusion in binary solutions , 1967 .

[14]  D. Vlachos,et al.  Homogenization of mesoscopic theories: Effective properties of model membranes , 2002 .

[15]  Alexis T. Bell,et al.  Transport diffusivity of methane in silicalite from equilibrium and nonequilibrium simulations , 1993 .

[16]  D. Vlachos,et al.  Validation of mesoscopic theory and its application to computing concentration dependent diffusivities , 2001 .

[17]  J. MacElroy Nonequilibrium molecular dynamics simulation of diffusion and flow in thin microporous membranes , 1994 .

[18]  G. B. Suffritti,et al.  Structure and Dynamics of Zeolites Investigated by Molecular Dynamics. , 1997, Chemical reviews.

[19]  C. Hall,et al.  Mathematical modelling of diffusion and reaction in blocked zeolite catalysts , 1986 .

[20]  Scott M. Auerbach,et al.  Theory and simulation of jump dynamics, diffusion and phase equilibrium in nanopores , 2000 .

[21]  George Xomeritakis,et al.  Fluorescence confocal optical microscopy imaging of the grain boundary structure of zeolite MFI membranes made by secondary (seeded) growth , 2001 .

[22]  James Wei,et al.  Diffusion and reaction in high-occupancy zeolite catalysis—II. Experimental results , 1991 .

[23]  Jean-Marie Lehn,et al.  Comprehensive Supramolecular Chemistry , 1996 .

[24]  Vlachos,et al.  Derivation and validation of mesoscopic theories for diffusion of interacting molecules , 2000, Physical review letters.

[25]  James Wei,et al.  Diffusion and reaction in high-occupancy zeolite catalysts—I. A stochastic theory , 1991 .

[26]  Dionisios G. Vlachos,et al.  Monte Carlo algorithms for complex surface reaction mechanisms: efficiency and accuracy , 2001 .

[27]  M. Coppens,et al.  Modeling of Diffusion in Zeolites , 2000 .